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Posted to github@beam.apache.org by GitBox <gi...@apache.org> on 2020/04/26 15:57:29 UTC

[GitHub] [beam] DariuszAniszewski commented on a change in pull request #11360: [BEAM-9722] added SnowflakeIO with Read operation

DariuszAniszewski commented on a change in pull request #11360:
URL: https://github.com/apache/beam/pull/11360#discussion_r415341064



##########
File path: sdks/java/io/snowflake/src/main/java/org/apache/beam/sdk/io/snowflake/SnowflakeIO.java
##########
@@ -0,0 +1,643 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package org.apache.beam.sdk.io.snowflake;
+
+import static org.apache.beam.sdk.io.TextIO.readFiles;
+import static org.apache.beam.vendor.guava.v26_0_jre.com.google.common.base.Preconditions.checkArgument;
+
+import com.google.auto.value.AutoValue;
+import com.opencsv.CSVParser;
+import com.opencsv.CSVParserBuilder;
+import java.io.IOException;
+import java.io.Serializable;
+import java.security.PrivateKey;
+import java.sql.Connection;
+import java.sql.SQLException;
+import java.text.SimpleDateFormat;
+import java.util.Date;
+import java.util.UUID;
+import java.util.concurrent.ConcurrentHashMap;
+import javax.annotation.Nullable;
+import javax.sql.DataSource;
+import net.snowflake.client.jdbc.SnowflakeBasicDataSource;
+import org.apache.beam.sdk.coders.Coder;
+import org.apache.beam.sdk.io.FileIO;
+import org.apache.beam.sdk.io.snowflake.credentials.KeyPairSnowflakeCredentials;
+import org.apache.beam.sdk.io.snowflake.credentials.OAuthTokenSnowflakeCredentials;
+import org.apache.beam.sdk.io.snowflake.credentials.SnowflakeCredentials;
+import org.apache.beam.sdk.io.snowflake.credentials.UsernamePasswordSnowflakeCredentials;
+import org.apache.beam.sdk.transforms.Create;
+import org.apache.beam.sdk.transforms.DoFn;
+import org.apache.beam.sdk.transforms.PTransform;
+import org.apache.beam.sdk.transforms.ParDo;
+import org.apache.beam.sdk.transforms.SerializableFunction;
+import org.apache.beam.sdk.transforms.Wait;
+import org.apache.beam.sdk.transforms.display.DisplayData;
+import org.apache.beam.sdk.transforms.display.HasDisplayData;
+import org.apache.beam.sdk.values.PBegin;
+import org.apache.beam.sdk.values.PCollection;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+
+/**
+ * IO to read and write data on Snowflake.
+ *
+ * <p>SnowflakeIO uses <a href="https://docs.snowflake.net/manuals/user-guide/jdbc.html">Snowflake
+ * JDBC</a> driver under the hood, but data isn't read/written using JDBC directly. Instead,
+ * SnowflakeIO uses dedicated <b>COPY</b> operations to read/write data from/to Google Cloud
+ * Storage.
+ *
+ * <p>To configure SnowflakeIO to read/write from your Snowflake instance, you have to provide a
+ * {@link DataSourceConfiguration} using {@link
+ * DataSourceConfiguration#create(SnowflakeCredentials)}, where {@link SnowflakeCredentials might be
+ * created using {@link org.apache.beam.sdk.io.snowflake.credentials.SnowflakeCredentialsFactory}}.
+ * Additionally one of {@link DataSourceConfiguration#withServerName(String)} or {@link
+ * DataSourceConfiguration#withUrl(String)} must be used to tell SnowflakeIO which instance to use.
+ * <br>
+ * There are also other options available to configure connection to Snowflake:
+ *
+ * <ul>
+ *   <li>{@link DataSourceConfiguration#withWarehouse(String)} to specify which Warehouse to use
+ *   <li>{@link DataSourceConfiguration#withDatabase(String)} to specify which Database to connect
+ *       to
+ *   <li>{@link DataSourceConfiguration#withSchema(String)} to specify which schema to use
+ *   <li>{@link DataSourceConfiguration#withRole(String)} to specify which role to use
+ *   <li>{@link DataSourceConfiguration#withLoginTimeout(Integer)} to specify the timeout for the
+ *       login
+ *   <li>{@link DataSourceConfiguration#withPortNumber(Integer)} to specify custom port of Snowflake
+ *       instance
+ * </ul>
+ *
+ * <p>For example:
+ *
+ * <pre>{@code
+ * SnowflakeIO.DataSourceConfiguration dataSourceConfiguration =
+ *     SnowflakeIO.DataSourceConfiguration.create(SnowflakeCredentialsFactory.of(options))
+ *         .withServerName(options.getServerName())
+ *         .withWarehouse(options.getWarehouse())
+ *         .withDatabase(options.getDatabase())
+ *         .withSchema(options.getSchema());
+ * }</pre>
+ *
+ * <h3>Reading from Snowflake</h3>
+ *
+ * <p>SnowflakeIO.Read returns a bounded collection of {@code T} as a {@code PCollection<T>}. T is
+ * the type returned by the provided {@link CsvMapper}.
+ *
+ * <p>For example
+ *
+ * <pre>{@code
+ * PCollection<GenericRecord> items = pipeline.apply(
+ *  SnowflakeIO.<GenericRecord>read()
+ *    .withDataSourceConfiguration(dataSourceConfiguration)
+ *    .fromQuery(QUERY)
+ *    .withStagingBucketName(stagingBucketName)
+ *    .withIntegrationName(integrationName)
+ *    .withCsvMapper(...)
+ *    .withCoder(...));
+ * }</pre>
+ */
+public class SnowflakeIO {
+  private static final Logger LOG = LoggerFactory.getLogger(SnowflakeIO.class);
+
+  private static final String CSV_QUOTE_CHAR = "'";
+
+  /**
+   * Read data from Snowflake via COPY statement via user-defined {@link SnowflakeService}.
+   *
+   * @param snowflakeService user-defined {@link SnowflakeService}
+   * @param <T> Type of the data to be read.
+   */
+  public static <T> Read<T> read(
+      SnowflakeService snowflakeService, SnowflakeCloudProvider snowflakeCloudProvider) {
+    return new AutoValue_SnowflakeIO_Read.Builder<T>()
+        .setSnowflakeService(snowflakeService)
+        .setSnowflakeCloudProvider(snowflakeCloudProvider)
+        .build();
+  }
+
+  /**
+   * Read data from Snowflake via COPY statement via default {@link SnowflakeServiceImpl}.
+   *
+   * @param <T> Type of the data to be read.
+   */
+  public static <T> Read<T> read() {
+    return read(new SnowflakeServiceImpl(), new GCSProvider());
+  }
+
+  /**
+   * Interface for user-defined function mapping parts of CSV line into T. Used for
+   * SnowflakeIO.Read.
+   *
+   * @param <T> Type of data to be read.
+   */
+  @FunctionalInterface
+  public interface CsvMapper<T> extends Serializable {
+    T mapRow(String[] parts) throws Exception;
+  }
+
+  /** Implementation of {@link #read()}. */
+  @AutoValue
+  public abstract static class Read<T> extends PTransform<PBegin, PCollection<T>> {
+    @Nullable
+    abstract SerializableFunction<Void, DataSource> getDataSourceProviderFn();
+
+    @Nullable
+    abstract String getQuery();
+
+    @Nullable
+    abstract String getTable();
+
+    @Nullable
+    abstract String getIntegrationName();
+
+    @Nullable
+    abstract String getStagingBucketName();
+
+    @Nullable
+    abstract CsvMapper<T> getCsvMapper();
+
+    @Nullable
+    abstract Coder<T> getCoder();
+
+    @Nullable
+    abstract SnowflakeService getSnowflakeService();
+
+    @Nullable
+    abstract SnowflakeCloudProvider getSnowflakeCloudProvider();
+
+    abstract Builder<T> toBuilder();
+
+    @AutoValue.Builder
+    abstract static class Builder<T> {
+      abstract Builder<T> setDataSourceProviderFn(
+          SerializableFunction<Void, DataSource> dataSourceProviderFn);
+
+      abstract Builder<T> setQuery(String query);
+
+      abstract Builder<T> setTable(String table);
+
+      abstract Builder<T> setIntegrationName(String integrationName);
+
+      abstract Builder<T> setStagingBucketName(String stagingBucketName);
+
+      abstract Builder<T> setCsvMapper(CsvMapper<T> csvMapper);
+
+      abstract Builder<T> setCoder(Coder<T> coder);
+
+      abstract Builder<T> setSnowflakeService(SnowflakeService snowflakeService);
+
+      abstract Builder<T> setSnowflakeCloudProvider(SnowflakeCloudProvider snowflakeCloudProvider);
+
+      abstract Read<T> build();
+    }
+
+    public Read<T> withDataSourceConfiguration(final DataSourceConfiguration config) {
+
+      try {
+        Connection connection = config.buildDatasource().getConnection();

Review comment:
       Yes, it does. The reason is to early validate if connection parameters are valid




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